Sean & Greg — Biology and ML for Drug Discovery

Sean & Greg — Biology and ML for Drug Discovery

Sean McClain is the founder and CEO, and Gregory Hannum is the VP of AI Research at Absci, a biotech company that's using deep learning to expedite drug discovery and development.

Lukas, Sean, and Greg talk about why Absci started investing so heavily in ML research (it all comes back to the data), what it'll take to build the GPT-3 of DNA, and where the future of pharma is headed. Sean and Greg also share some of the challenges of building cross-functional teams and combining two highly specialized fields like biology and ML.

The complete show notes (transcript and links) can be found here: http://wandb.me/gd-sean-and-greg

---

Connect with Sean and Greg:

📍 Sean's Twitter: https://twitter.com/seanrmcclain

📍 Greg's Twitter: https://twitter.com/gregory_hannum

📍 Absci's Twitter: https://twitter.com/abscibio

---

Timestamps:

0:00 Intro

0:53 How Absci merges biology and AI

11:24 Why Absci started investing in ML

19:00 Creating the GPT-3 of DNA

25:34 Investing in data collection and in ML teams

33:14 Clinical trials and Absci's revenue structure

38:17 Combining knowledge from different domains

45:22 The potential of multitask learning

50:43 Why biological data is tricky to work with

55:00 Outro

---

Subscribe and listen to our podcast today!

👉 Apple Podcasts: http://wandb.me/apple-podcasts​​

👉 Google Podcasts: http://wandb.me/google-podcasts​

👉 Spotify: http://wandb.me/spotify​

Jaksot(136)

Hamel Husain — Building Machine Learning Tools

Hamel Husain — Building Machine Learning Tools

Hamel Husain is a Staff Machine Learning Engineer at Github. He has extensive experience building data analytics and predictive modeling solutions for a wide range of industries, including: hospitalit...

24 Kesä 202036min

Peter Welinder — Deep Reinforcement Learning and Robotics

Peter Welinder — Deep Reinforcement Learning and Robotics

Peter Welinder is a research scientist and roboticist at OpenAI. Before that, he was an engineer at Dropbox and ran the machine learning team, and before that, he co-founded Anchovi Labs a startup usi...

17 Kesä 202054min

Vicki Boykis — Machine Learning Across Industries

Vicki Boykis — Machine Learning Across Industries

👩‍💻Today our guest is Vicki Boykis!Vicki is a senior consultant in machine learning and engineering and works with clients to build holistic data products used for decision-making. She's previously ...

4 Kesä 202034min

Angela & Danielle — Designing ML Models for Millions of Consumer Robots

Angela & Danielle — Designing ML Models for Millions of Consumer Robots

👩‍💻👩‍💻On this episode of Gradient Dissent our guests are Angela Bassa and Danielle Dean!Angela is an expert in building and leading data teams. An MIT-trained and Edelman-award-winning mathematici...

6 Touko 202052min

Jack Clark — Building Trustworthy AI Systems

Jack Clark — Building Trustworthy AI Systems

Jack Clark is the Strategy and Communications Director at OpenAI and formerly worked as the world’s only neural network reporter at Bloomberg. Lukas and Jack discuss AI policy, ethics, and the respons...

22 Huhti 202055min

Rachael Tatman — Conversational AI and Linguistics

Rachael Tatman — Conversational AI and Linguistics

🏅 See how W&B is your secret weapon to make it onto the Kaggle leaderboards - https://www.wandb.com/kaggle👩‍💻Rachael Tatman is a developer advocate for Rasa, where she helps developers build and de...

7 Huhti 202036min

Nicolas Koumchatzky — Machine Learning in Production for Self-Driving Cars

Nicolas Koumchatzky — Machine Learning in Production for Self-Driving Cars

👨🏻‍💻Nicolas Koumchatzky is the Director of AI infrastructure at NVIDIA, where he's responsible for MagLev, the production-grade machine learning platform by NVIDIA. His team supports diverse ML use...

21 Maalis 202044min

Brandon Rohrer — Machine Learning in Production for Robots

Brandon Rohrer — Machine Learning in Production for Robots

👨🏻‍💻Brandon Rohrer is a Mechanical Engineer turned Data Scientist. He’s currently a Principal Data Scientist at iRobot and has an incredibly popular Machine Learning course at e2eML where he’s made...

11 Maalis 202034min

Suosittua kategoriassa Liike-elämä ja talous

sijotuskasti
mimmit-sijoittaa
psykopodiaa-podcast
rss-rahapodi
rss-rahamania
hyva-paha-johtaminen
inderespodi
ostan-asuntoja-podcast
rss-lahtijat
rahapuhetta
rss-sisalto-kuntoon
herrasmieshakkerit
taloudellinen-mielenrauha
oppimisen-psykologia
rss-porssipuhetta
rss-bisnesta-bebeja
rss-yrittajan-mielenmatka
rss-kohti-unelmia
rss-seuraava-potilas
rss-40-ajatusta-aanesta